Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI.
Fergus ShoneNishant RavikumarToni LassilaMichael MacRaildYongxing WangZeike A. TaylorPeter K. JimackErica Dall' ArmellinaAlejandro F. FrangiPublished in: IPMI (2023)
Keyphrases
- super resolution
- high resolution
- low resolution
- image reconstruction
- magnetic resonance imaging
- image restoration
- low resolution images
- magnetic resonance images
- motion estimation
- high resolution images
- super resolved
- resolution enhancement
- patient specific
- medical images
- multi frame
- spatial resolution
- super resolution reconstruction
- image super resolution
- depth map
- image resolution
- high quality
- video super resolution
- motion blur
- flow field
- remote sensing
- single image super resolution
- mr images
- image analysis
- adaptive regularization
- higher resolution
- single frame
- super resolution image reconstruction
- light field
- natural images
- face recognition
- high resolution video